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that's me! 👋
About Me
Results-driven Information Technology student specializing in Artificial Intelligence and Machine Learning, with strong expertise in Python, data structures, and database systems. Experienced in data preprocessing, exploratory data analysis, feature engineering, and building Supervised and Unsupervised Learning Models using Scikit-learn, Pandas, and NumPy. Proficient in Deep Learning architectures including CNNs and RNNs, as well as NLP, Generative AI, RAG, and model deployment.
how i approach software & ai
Engineering Philosophy
🧠
End-to-End AI Systems
Focusing on production-ready AI architectures, vector embeddings, RAG pipelines, and inference microservices rather than isolated models.
⚡
Algorithmic Rigor
Combining strong data structures and mathematical foundations with clean, scalable Python and TypeScript code.
🚀
Continuous Curiosity
Constantly exploring cutting-edge breakthroughs in Generative AI, LLM agents, variational autoencoders, and modern web tech.
the journey so far
Career Path
- 💼 workJan 2026 — Present
AI/ML Associate Intern
Technetics IT ServicesBuilding RAG systems, VAE anomaly detection models, and FastAPI inference services.
- Built a document question-answering system using Retrieval-Augmented Generation (RAG) with embeddings to generate context-aware responses.
- Implemented text preprocessing, chunking, and semantic search using vector embeddings to improve retrieval relevance.
- Developed a Variational Autoencoder (VAE) for feature learning and anomaly detection, improving data representation quality.
- Evaluated model performance using standard metrics such as accuracy, reconstruction loss, and precision@k.
- Integrated trained ML models into a FastAPI backend to provide prediction APIs for web-based applications.
- Used Docker for local deployment and version control to ensure consistent development environments.
- 💼 workNov 2025 — Jan 2026
Research Intern (Hardware Team Lead)
LogicrestLed hardware intern team for Sewage Treatment Plant (STP) monitoring system.
- Led the hardware intern team in researching and selecting industrial-grade sensors and devices for STP monitoring.
- Conducted technical analysis of water treatment methodologies including biological, chemical, and filtration processes.
- Evaluated water quality sensors (pH, turbidity, TDS, dissolved oxygen, flow sensors) for real-time monitoring applications.
- Studied control units and automation systems including microcontrollers and PLC-based architectures for process regulation.
- Assisted in designing a hardware framework for integrating sensors with monitoring and data collection systems.
- 🎓 school2023 — 2027
B.E. in Information Technology
C.K. Pithawalla College of Engineering & Technology
Surat, Gujarat, India. Pursuing Bachelor of Engineering in IT with core specialization in Artificial Intelligence & Machine Learning.
- Core Foundations: Data Structures, Algorithms, DBMS, Operating Systems, Computer Networks.
- AI & ML Focus: Machine Learning, Neural Networks, Deep Learning, NLP & Computer Vision.
- Hands-on Engineering: Full-stack web architecture, RESTful API design, and system optimization.
- 🎓 school2023 — 2027
Minor Degree in Data Science
C.K. Pithawalla College of Engineering & Technology
Surat, Gujarat, India. Specialized minor degree focusing on Data Science, Statistical Modeling, Machine Learning Pipelines, and Data Analytics.
- Statistical Analysis: Probability, Inferential Statistics, Linear Regression & Hypothesis Testing.
- Data Engineering: Data Wrangling with Pandas, Matrix Operations with NumPy, & Feature Engineering.
- Visualization & Insights: Exploratory Data Analysis (EDA) using Matplotlib, Seaborn, & Interactive Dashboards.
- 🎓 school2021 — 2023
Higher Secondary Certificate (HSC) · Science
Ashadeep IIT
Surat, Gujarat. Completed Science stream education with distinction in Higher Mathematics, Physics, and Computer Science.
- Core Subjects: Higher Mathematics (Calculus, Linear Algebra), Physics, Chemistry & Computer Science.
- Foundational Logic: Algorithmic thinking, problem-solving methodologies, and computational logic.
- 🎓 school2019 — 2021
Secondary School Certificate (SSC)
K. & M. P. Sarvajanik Vidhyalay
Surat, Gujarat. Built a strong academic foundation in mathematics, general science, and analytical reasoning.
- Core Academics: Advanced Mathematics (Algebra, Geometry), General Science & Logical Reasoning.
- Academic Excellence: Developed strong analytical mindset and scientific inquiry fundamentals.
the toolkit
Skills
AI & Machine Learning
Deep LearningNeural Networks & TransformersLarge Language Models (LLMs)Retrieval-Augmented Generation (RAG)NLP & Semantic SearchEmbeddings & Vector SimilarityPrompt Engineering & EvaluationModel Benchmarking & Error AnalysisHallucination Mitigation & GuardrailsFeature Engineering & Data Preprocessing
Generative AI Systems
LLM Application DesignContext Management & Chunking StrategiesMulti-step Reasoning PipelinesAI Agents & Tool-calling WorkflowsStructured Output Generation
Model Deployment & Inference
Model Deployment (Flask / FastAPI)REST API Development for PredictionsInference Workflows & Latency Optimization
Frameworks & Libraries
Pandas, NumPy, Scikit-learnPyTorch, TensorFlowMatplotlib, Seaborn, PlotlyFlask / FastAPIHugging Face Transformers
Web Programming & Backend
HTML, CSS, JS (React / Next.js), TypeScriptResponsive UI (Bootstrap / Tailwind)Node.js & Express.jsDockerREST APIs & Async Services
Database Management Systems
DBMS / RDBMS Fundamentals (Normalization, Indexing, Transactions)MySQL (Queries, Joins, Aggregations)PostgreSQL (Relational Design & Integration)MongoDB (Document Data Modeling)
Tools & Programming Languages
Python (Primary)SQL, JavaScript, HTML, CSSGit & GitHubVS Code / Jupyter NotebookDockerAI Agent IDEs (Cursor / Claude Code)
Soft Skills
Problem-solving & Analytical ThinkingAttention to DetailFlexibility & Active LearningCommunication & PresentationAdaptability & Team Collaboration
from the notebook
Project Highlights
verified credentials
Certifications & Licensing
- Credential
Python for Data Science, AI & Development
Issued by IBM
- Credential
Oracle Cloud Infrastructure 2025 Certified Data Science Professional
Issued by Oracle
- Credential
Crash Course on Python
Issued by Google
- Credential
Regression Analysis: Simplify Complex Data Relationships
Issued by Google
- Credential
Lead Generation Messenger Chatbot using Chatfuel
Issued by Chatfuel
- Credential
Cloud Computing Foundations
Issued by Google
- Credential
Generative AI for Software Development
Issued by DeepLearning.AI
beyond the desk
Interests & Extracurriculars
- ✦Learning about Generative AI and emerging ML trends through articles, tutorials, and research papers.
- ✦Participating in technical discussions and sharing knowledge with peers.
- ✦Studying automation and control systems used in smart infrastructure and industrial operations.
- ✦Experimenting with automation tools and improving workflow efficiency.